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LC-CCT: A Linear Complexity Compact Convolutional Transformer for Retinal Disease Detection in Optical Coherence Tomography Images

Recent research has seen widespread application of transformer-based models, like the vision transformer (ViT), for diverse vision tasks in the medical imaging field. Although ViT performs exceptionally well, it requires a large dataset for optimum result, and its computation with self-attention acr...

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Autori principali: Gazi Jannatul Ferdous, Mehdi Hasan Chowdhury, Md. Azad Hossain, M. Ali Akber Dewan, Dunwei Wen
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2025-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/11271653/
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